App-Initiated Learning Loop

This is a process that the app runs periodically to help analyze its own performance, identify patterns, and surface areas for improvement in the base prompt and training materials, to make the app more self-learning.

It would work in four key steps: Define the trigger, have the LLM analyze gaps in responses to user queries, have the LLM identify areas for improvement, and then revise the base prompt and training materials.

I’ve set this up with my app directly (and to only run when I’m the logged-in user), but what would be most useful would be if my app could directly access its own analytics, so I don’t have to download and upload these manually.